On the Distribution of the Product of Inverse Pareto and Exponential Random Variables

Q4 Multidisciplinary
Marvin Pizon
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引用次数: 0

Abstract

This article considers Inverse Pareto and Exponential distributions to create the distribution of the product. The researchers derived its properties, such as; survival functions and hazard functions, and used the model criterion such as Sum Square Error (SSE), Akaike Information Criterion (AIC), and Bayesian Information Criterion (BIC) in estimating the parameters for deriving the best joint distribution between monthly precipitation and temperature in the Philippines from 1974 to 2013. The results showed that considering the monthly precipitation and temperature data, the distribution of the product of Inverse Pareto and Exponential outperformed the other existing distribution of the product.
逆帕累托与指数随机变量乘积的分布
本文考虑逆帕累托分布和指数分布来创建产品的分布。研究人员推导出了它的特性,比如;并利用和方误差(SSE)、赤池信息准则(AIC)和贝叶斯信息准则(BIC)等模型准则对菲律宾1974 - 2013年月降水量和气温的最佳联合分布进行了参数估计。结果表明:考虑月降水和温度数据,逆帕累托与指数乘积的分布优于其他已有的乘积分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
0.70
自引率
0.00%
发文量
19
审稿时长
8 weeks
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